Author

Bryan Guan

University of California, Berkeley

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Organism:human· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Peyman PassbaniD· 1 shared Shikhar Gupta· 1 shared Tanya G. RoostaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Peyman PassbanORCID

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1 paper

Recent·Most cited

From Sparse Visits to Continuous Molecular Trajectories with Flow Matching

Peyman Passban, Shikhar Gupta, Bryan Guan, Tanya G. Roosta

CohortFM reconstructs continuous molecular trajectories from sparse longitudinal data, revealing biologically meaningful progression patterns across diseases.

bioRxiv · Oct 11, 2026 · PreprintBioinformatics